{"id":"W4413119158","doi":"10.1111/ppa.70015","title":"Comparison of Bacterial Endophytes in Barley Grains Infected and Non‐Infected With Fusarium Head Blight Using Metabarcoding","year":2025,"lang":"en","type":"article","venue":"Plant Pathology","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University; University of Manitoba; Canadian Science Centre for Human and Animal Health; Agriculture and Agri-Food Canada","funders":"Centers for Disease Control and Prevention; Agriculture and Agri-Food Canada; Government of Canada","keywords":"Biology; Fusarium; Blight; Botany","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001040367,0.0001823368,0.0003999636,0.0001869418,0.00005176965,0.000014436,0.00008943486,0.000157471,0.000006510351],"category_scores_gemma":[0.00009148596,0.0001566325,0.00003763282,0.000176114,0.0001034664,0.000006253118,0.0001030651,0.0001008353,4.834856e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009469651,"about_ca_system_score_gemma":0.00009058748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002843312,"about_ca_topic_score_gemma":0.0003286972,"domain_scores_codex":[0.9989419,0.0001201137,0.000282467,0.0003349475,0.00006085384,0.0002597243],"domain_scores_gemma":[0.9995639,0.00005184361,0.0001061282,0.0001737141,0.00005110995,0.00005329057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000286487,0.0001075889,0.3398221,0.00004083095,0.00003481828,0.00004880353,0.0000391983,0.00002678858,0.6594486,0.00005582277,0.00002154514,0.00006746208],"study_design_scores_gemma":[0.001422928,0.0004039813,0.4643693,0.0000822799,0.00009900896,0.0001244884,0.00004242818,0.0006487877,0.5321848,0.00001257485,0.0003921866,0.0002172897],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969064,0.0006905792,0.0006299769,0.00001276173,0.0001404917,0.0001880643,0.001111238,0.00001128581,0.00030921],"genre_scores_gemma":[0.9983189,0.00009038278,0.00065713,0.00004531373,0.00004577604,0.00001171541,0.0008079989,0.00001037548,0.00001242189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1272638,"threshold_uncertainty_score":0.6387289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01727953218815721,"score_gpt":0.2796947299415051,"score_spread":0.2624151977533479,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}